Bibliographic record
Abstract
Gail Anderson-Dargatz's first novel, The Cure for Death by Lightning shares many of the most traditional features of English-Canadian women's narratives. It is a white adolescent girl's story about growing up in a small rural community in the Rocky Mountains of British Columbia, told retrospectively when she has assumed her identity as a woman and a writer. It also belongs to the genre of pioneer women's narratives about the wilderness, stretching back in a line of descent from nineteenth-century texts like Catherine Parr Traill's The Backwoods of Canada (1836) and Susanna Moodie's Roughing It in the Bush (1852). This is certainly a novel that acknowledges female traditions, for Beth writes her memoir using her dead mother's scrapbook of country recipes and folk remedies as her model, though it is also a revision of tradition as she informs the reader right from the start: "The scrapbook was my mother's way of setting down the days so they wouldn't be forgotten. This story is my way" (Cure, p. 2).KeywordsMale ViolenceFemale TraditionFemale HeroHoly FoolCross Gender BoundaryThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".